Search results for "multiclass problems"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho	evolutionary Design of Code-matrices for Multiclass Problems.	Soft Computing for Knowledge Discovery and Data Mining	2008	DBLP DOI BibTeX RDF
2	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho	Tree Decomposition of Multiclass Problems.	SBRN	2008	DBLP DOI BibTeX RDF
2	Suju Rajan, Joydeep Ghosh	An Empirical Comparison of Hierarchical vs. Two-Level Approaches to Multiclass Problems.	Multiple Classifier Systems	2004	DBLP DOI BibTeX RDF
2	Mauricio Kugler, Hiroshi Matsuo, Akira Iwata	A New Approach for Applying Support Vector Machines in Multiclass Problems Using Class Groupings and Truth Tables.	PRICAI	2004	DBLP DOI BibTeX RDF
2	Terry Windeatt, Gholamreza Ardeshir	Boosted Tree Ensembles for Solving Multiclass Problems.	Multiple Classifier Systems	2002	DBLP DOI BibTeX RDF
2	Koby Crammer, Yoram Singer	Ultraconservative Online Algorithms for Multiclass Problems.	COLT/EuroCOLT	2001	DBLP DOI BibTeX RDF
2	Chulhee Lee, Euisun Choi	Optimizing Feature Extraction for Multiclass Problems.	ICPR	2000	DBLP DOI BibTeX RDF
2	Jesús Cid-Sueiro, Juan Ignacio Arribas, Sebastian Urban-Munoz, Aníbal R. Figueiras-Vidal	Cost functions to estimate a posteriori probabilities in multiclass problems.	IEEE Transactions on Neural Networks	1999	DBLP DOI BibTeX RDF
1	Kim-Anh Lê Cao, Simon Boitard, Philippe Besse	Sparse PLS Discriminant Analysis: biologically relevant feature selection and graphical displays for multiclass problems.	BMC Bioinformatics	2011	DBLP DOI BibTeX RDF
1	George Georgiev, Iren Valova, Natacha Gueorguieva	Feature Selection for Multiclass Problems Based on Information Weights.	Procedia CS	2011	DBLP DOI BibTeX RDF
1	Mireille Tohmé, Régis Lengellé	Maximum Margin One Class Support Vector Machines for multiclass problems.	Pattern Recognition Letters	2011	DBLP DOI BibTeX RDF
1	Hernán Ahumada, Guillermo L. Grinblat, Pablo M. Granitto	Unsupervized Data-Driven Partitioning of Multiclass Problems.	ICANN	2011	DBLP DOI BibTeX RDF
1	Juan Carlos Fernández Caballero, Francisco José Martínez, César Hervás, Pedro Antonio Gutiérrez	Sensitivity versus accuracy in multiclass problems using memetic Pareto evolutionary neural networks.	IEEE Transactions on Neural Networks	2010	DBLP DOI BibTeX RDF
1	Pablo M. Granitto, Andrés Burgos	Feature selection on wide multiclass problems using OVA-RFE.	Inteligencia Artificial, Revista Iberoamericana de Inteligencia Artificial	2009	DBLP BibTeX RDF
1	Catarina Silva, Bernardete Ribeiro	Improving Visualization, Scalability and Performance of Multiclass Problems with SVM Manifold Learning.	ICANNGA	2009	DBLP DOI BibTeX RDF
1	Nisrine Jrad, Edith Grall-Maës, Pierre Beauseroy	Gaussian Mixture Models for multiclass problems with performance constraints.	ESANN	2009	DBLP BibTeX RDF
1	Noelia Sánchez-Maroño, Amparo Alonso-Betanzos, Rosa M. Calvo-Estévez	A Wrapper Method for Feature Selection in Multiple Classes Datasets.	IWANN	2009	DBLP DOI BibTeX RDF
1	Raúl Santos-Rodríguez, Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro	Cost-Sensitive Learning Based on Bregman Divergences.	ECML/PKDD	2009	DBLP DOI BibTeX RDF	posterior class probabilities, maximum margin, Cost sensitive learning, Bregman divergence
1	Nicolás García-Pedrajas, Colin Fyfe	Evolving Output Codes for Multiclass Problems.	IEEE Trans. Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	Takashi Takenouchi, Shinto Eguchi, Noboru Murata, Takafumi Kanamori	Robust Boosting Algorithm Against Mislabeling in Multiclass Problems.	Neural Computation	2008	DBLP DOI BibTeX RDF
1	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho, João Gama	A review on the combination of binary classifiers in multiclass problems.	Artif. Intell. Rev.	2008	DBLP DOI BibTeX RDF
1	Cristián Bravo, Jose Luis Lobato, Richard Weber, Gaston L'Huillier	A Hybrid System for Probability Estimation in Multiclass Problems Combining SVMs and Neural Networks.	HIS	2008	DBLP DOI BibTeX RDF	Multiclass Probability Estimation, Support Vector Machines, Artificial Neural Networks, Multiclass Classification
1	Nisrine Jrad, Edith Grall-Maës, Pierre Beauseroy	A Supervised Decision Rule for Multiclass Problems Minimizing a Loss Function.	ICMLA	2008	DBLP DOI BibTeX RDF
1	Ana Carolina Lorena, André Carlos Ponce Leon Ferreira de Carvalho	Investigation of Strategies for the Generation of Multiclass Support Vector Machines.	New Challenges in Applied Intelligence Technologies	2008	DBLP DOI BibTeX RDF	multiclass problems, Support Vector Machines, Hybrid Intelligent Systems
1	Prabakaran Ilayaraja, N. V. Neeba, C. V. Jawahar	Efficient implementation of SVM for large class problems.	ICPR	2008	DBLP DOI BibTeX RDF
1	Rocío Alaíz-Rodríguez	Local Decision Bagging of Binary Neural Classifiers.	Canadian Conference on AI	2008	DBLP DOI BibTeX RDF
1	Anastasia Krithara, Massih-Reza Amini, Jean-Michel Renders, Cyril Goutte	Semi-supervised Document Classification with a Mislabeling Error Model.	ECIR	2008	DBLP DOI BibTeX RDF
1	Pablo M. Granitto, Franco Biasioli, Cesare Furlanello, Flavia Gasperi	Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products.	ICANN	2008	DBLP DOI BibTeX RDF
1	Ramasubramanian Sundararajan, Asim K. Pal	Rejection schemes for graded multiclass problems.	Artificial Intelligence and Applications	2007	DBLP BibTeX RDF
1	Edgar Pimenta, João Gama, André Carlos Ponce Leon Ferreira de Carvalho	Pursuing the Best ECOC Dimension for Multiclass Problems.	FLAIRS Conference	2007	DBLP BibTeX RDF
1	Frank Chung-Hoon Rhee, Jong Hoon Park, Byung-In Choi	Density Based Fuzzy Support Vector Machines for Multicategory Pattern Classification.	Analysis and Design of Intelligent Systems using Soft Computing Techniques	2007	DBLP DOI BibTeX RDF	Multiclass problems, FSVM, Membership functions, Density
1	Antoine Bordes, Léon Bottou, Patrick Gallinari, Jason Weston	Solving multiclass support vector machines with LaRank.	ICML	2007	DBLP DOI BibTeX RDF
1	Alexander Zien, Cheng Soon Ong	Multiclass multiple kernel learning.	ICML	2007	DBLP DOI BibTeX RDF
1	Jung Hun Oh, Young Bun Kim, Prem Gurnani, Kevin P. Rosenblatt, Jean Gao	Biomarker Selection for Predicting Alzheimer Disease Using High-Resolution MALDI-TOF Data.	BIBE	2007	DBLP DOI BibTeX RDF
1	Wei Zhong, Jieyue He, Yi Pan	Multiclass Fuzzy Clustering Support Vector Machines for Protein Local Structure Prediction.	BIBE	2007	DBLP DOI BibTeX RDF
1	David Martens, Manu De Backer, Raf Haesen, Jan Vanthienen, Monique Snoeck, Bart Baesens	Classification With Ant Colony Optimization.	IEEE Trans. Evolutionary Computation	2007	DBLP DOI BibTeX RDF
1	Gilles Lebrun, Olivier Lezoray, Christophe Charrier, Hubert Cardot	An EA Multi-model Selection for SVM Multiclass Schemes.	IWANN	2007	DBLP DOI BibTeX RDF
1	Chia Huey Ooi, Madhu Chetty, Shyh Wei Teng	Differential prioritization in feature selection and classifier aggregation for multiclass microarray datasets.	Data Min. Knowl. Discov.	2007	DBLP DOI BibTeX RDF	Tissue classification, Classifier aggregation, Feature selection, Microarray data analysis, Multiclass classification
1	Yijun Sun, Jian Li	Iterative RELIEF for feature weighting.	ICML	2006	DBLP DOI BibTeX RDF
1	Bruno Feres de Souza, André Carlos Ponce Leon Ferreira de Carvalho, Rodrigo Calvo, Renato Porfirio Ishii	Multiclass SVM Model Selection Using Particle Swarm Optimization.	HIS	2006	DBLP DOI BibTeX RDF
1	Christian Kier, Til Aach	Predicting the benefit of sample size extension in multiclass k-NN classification.	ICPR	2006	DBLP DOI BibTeX RDF
1	B. Fei, Jinbai Liu	Binary tree of SVM: a new fast multiclass training and classification algorithm.	IEEE Transactions on Neural Networks	2006	DBLP DOI BibTeX RDF
1	Kyung Ha Seok, Daehyeon Cho	Some Comments on Error Correcting Output Codes.	FSKD	2006	DBLP DOI BibTeX RDF
1	Aleksandra Popovic, Ting Wu, Martin Engelhardt, Klaus Radermacher	Modeling of Intensity Priors for Knowledge-Based Level Set Algorithm in Calvarial Tumors Segmentation.	MICCAI	2006	DBLP DOI BibTeX RDF
1	Alicia Guerrero-Curieses, Rocío Alaíz-Rodríguez, Jesús Cid-Sueiro	Loss functions to combine learning and decision in multiclass problems.	Neurocomputing	2005	DBLP DOI BibTeX RDF
1	Wei Chu, Zoubin Ghahramani	Preference learning with Gaussian processes.	ICML	2005	DBLP DOI BibTeX RDF
1	John Langford, Alina Beygelzimer	Sensitive Error Correcting Output Codes.	COLT	2005	DBLP DOI BibTeX RDF
1	Shigeo Abe	Fuzzy LP-SVMs for Multiclass Problems.	ESANN	2004	DBLP BibTeX RDF
1	Fabio Aiolli, Alessandro Sperduti	Learning Preferences for Multiclass Problems.	NIPS	2004	DBLP BibTeX RDF
1	João Gama, Pedro Medas, Ricardo Rocha	Forest trees for on-line data.	SAC	2004	DBLP DOI BibTeX RDF	Hybrid Forest of Trees, data streams
1	Thanupol Lerdlamnaochai, Boonserm Kijsirikul	First-Order Logical Neural Networks.	HIS	2004	DBLP DOI BibTeX RDF
1	Koby Crammer, Yoram Singer	Ultraconservative Online Algorithms for Multiclass Problems.	Journal of Machine Learning Research	2003	DBLP BibTeX RDF
1	Daisuke Tsujinishi, Shigeo Abe	Fuzzy least squares support vector machines for multiclass problems.	Neural Networks	2003	DBLP DOI BibTeX RDF
1	José R. Dorronsoro, Ana M. González, Eduardo Serrano	Linear Unit Relevance in Multiclass NLDA Networks.	IWANN	2003	DBLP DOI BibTeX RDF
1	Koby Crammer, Yoram Singer	On the Learnability and Design of Output Codes for Multiclass Problems.	Machine Learning	2002	DBLP DOI BibTeX RDF
1	Shigeo Abe, Takuya Inoue	Fuzzy support vector machines for multiclass problems.	ESANN	2002	DBLP BibTeX RDF
1	Bianca Zadrozny, Charles Elkan	Transforming classifier scores into accurate multiclass probability estimates.	KDD	2002	DBLP DOI BibTeX RDF
1	Koby Crammer, Yoram Singer	On the Learnability and Design of Output Codes for Multiclass Problems.	COLT	2000	DBLP BibTeX RDF
1	Christopher K. I. Williams, David Barber	Bayesian Classification With Gaussian Processes.	IEEE Trans. Pattern Anal. Mach. Intell.	1998	DBLP DOI BibTeX RDF	hybrid Monte Carlo, Markov chain Monte Carlo, Gaussian processes, Bayesian classification, classification problems, parameter uncertainty